Conversational Data Analytics

Ask data questions in plain language — voice or text — and get answers grounded in your data.

📊 All Projects — Conversational Data Analytics

Natural-language analytics agents over POS data, sales records, and live MCP sources. 6 projects.

🏪

Sundry Shop Assistant

Voice advisor for busy kedai runcit owners. Ask POS data in Malay, get answers from 10 MCP tools.

🍪

Hoo Tim Analytics Agent

Live AI agent + MCP tools for a Selangor snack distributor. Bring your own Gemini key to query real distribution data.

📊

Ecommerce Analyst

Private analyst for mid-size e-commerce sellers. Ask about margin leaks and get a Monday brief.

🛒

E-Commerce Advisor

Analyze 34,500 orders with six pre-built tools. Sales, profit, discounts, returns, segments, and delivery.

🔗

E-Commerce Advisor (MCP)

Same analytics, live connection. Data fetched through MCP — swap sources without rewriting.

🗄️

E-Commerce Advisor (Database)

Ask anything. The agent writes the database query — no fixed reports, full flexibility.

Built with
Python Streamlit FastAPI Google Gemini 2.5 Flash Meta WhatsApp Cloud API TinyDB Docker